C

content-creator

Perspective Engine is a modular, human-in-the-loop AI system that transforms trending topics and local signals into original, niche-aligned content perspectives. Instead of generating repetitive or saturated content, it analyzes information across multiple sources, detects overused narratives, and reframes ideas into unique angles tailored to each creator’s audience, location, and industry. https://roxanneardary.com/perspective-engine/

Aivana is a global, AI-native, fully encrypted social network built on verified human identity and modular design. It unifies modern communication—posts, messaging, media, and creator tools—into a privacy-first ecosystem where every user has one verified account, supported by AI assistance and a transparent, open-source architecture. https://roxanneardary.com/aivana/

AnchorID is a privacy-preserving creator monetization platform that connects identity, product sponsorships, and earnings into a unified system. Instead of traditional ads, creators intentionally select products to align with their identity while earning through tips and performance-based sponsorships. Built with KYC compliance, encrypted financial reporting, fraud protection, and AI-driven optimization, AnchorID creates a transparent and identity-powered marketplace where influence is directly tied to verified trust and measurable engagement. https://roxanneardary.com/anchorid/

AdFusionAI is an open source, privacy-first contextual advertising engine that analyzes text, images, and videos in real-time to deliver highly relevant ads based on the original content creator’s post. Operating entirely in-memory with zero data storage, it ensures privacy, brand safety, and ethical ad placement. AdFusionAI supports multi-slot ad recommendations, tone and emotion detection, scene-level video analysis, and dynamic cultural sensitivity — all while generating fallback ads when needed. https://roxanneardary.com/adfusionai/

WorkBench is an open-source creator platform designed to help designers, developers, artists, and gamers collaborate, build, and earn in a transparent ecosystem. It provides tools to track sales, reviews, and derivatives, while protecting original work through knockoff detection and attribution tracking. The platform includes a secure collaboration hub with end-to-end encryption, two-factor authentication, and mandatory KYC for all financial activity. Users can monetize their creations through multi-currency payments, micro-royalties on derivatives, and an integrated marketplace, all supported by real-time exchange rates and extensible open-source infrastructure. https://roxanneardary.com/workbench/

Layered Provenance Framework (LPF) is a composable open-source system for attribution-first web design that separates rendering, verification, and compliance into distinct layers. It enables consistent, non-coercive attribution display across digital environments while supporting optional licensing and organizational governance through a modular architecture. https://roxanneardary.com/layered-provenance-framework/

OrgScriptMS is an open-source tool that generates and manages short-form scripts about plants and animals, with AI-powered prompts, optional auth, and a responsive UI.

ScriptMS is an open-source tool for managing and generating scripts for faceless channel brands. It combines an Express backend and Angular front-end to create futuristic, culturally rich narratives, focusing on African cities. With AI-powered script generation and a responsive UI, it streamlines creative storytelling.